GET /v3/datasets?format=api&offset=180
HTTP 200 OK
Allow: GET, POST, OPTIONS
Content-Type: application/json
Vary: Accept

{
    "count": 4793,
    "next": "https://metax.demo.fairdata.fi/v3/datasets?format=api&limit=20&offset=200",
    "previous": "https://metax.demo.fairdata.fi/v3/datasets?format=api&limit=20&offset=160",
    "results": [
        {
            "id": "253f1cad-55e6-44df-9230-45fbf9a2002a",
            "access_rights": {
                "id": "9effbcde-39f4-4e26-9b67-6ffbc0eb2ac5",
                "license": [
                    {
                        "id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "f1cbf1b5-f2ec-4dcf-9e33-1c28f8c12892",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "16904275-1208-4453-978f-2ee4b65424ce",
                        "name": "Dilshika Heenatigala Kankanamge",
                        "external_identifier": "https://orcid.org/0009-0008-3640-6586"
                    },
                    "organization": {
                        "id": "e0554b6f-5e44-49c9-a76c-24f54c9f3bd4",
                        "pref_label": {
                            "en": "Department of Energy and Mechanical Engineering",
                            "fi": "Department of Energy and Mechanical Engineering",
                            "sv": "Department of Energy and Mechanical Engineering",
                            "und": "Department of Energy and Mechanical Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T212",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "46797b4c-3745-460e-b8cf-20e32a1b1aa8",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "a6e7a749-1fa6-4f06-9b68-85e761efbc0e",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "This dataset is derived from the scenario analysis presented in the article \"Economic Viability of Large-Scale Solar PV Implementation in the Nordic Power Market: Case of Finland\".  The analysis was conducted using the Nordic power market model, which was modelled using PLEXOS advanced energy system modeling tool."
            },
            "field_of_science": [
                {
                    "id": "50a97fdf-41f1-46f9-8d48-2868a8b5e870",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta218",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Environmental engineering",
                        "fi": "Ympäristötekniikka",
                        "sv": "Miljöteknik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2025-08-22",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.5281/zenodo.14905615",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "1ad1b146-d147-45db-a2fd-1096abc94984",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://doi.org/10.5281/zenodo.14905616"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Economic viability of large-scale solar PV implementation in the Nordic power market: Case of Finland - Journal Article Scenario Analysis Data"
            },
            "created": "2025-12-04T08:13:39Z",
            "modified": "2026-03-26T06:57:09Z",
            "dataset_versions": [
                {
                    "id": "253f1cad-55e6-44df-9230-45fbf9a2002a",
                    "title": {
                        "en": "Economic viability of large-scale solar PV implementation in the Nordic power market: Case of Finland - Journal Article Scenario Analysis Data"
                    },
                    "persistent_identifier": "doi:10.5281/zenodo.14905615",
                    "state": "published",
                    "created": "2025-12-04T08:13:39Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "6bcae2f3-de58-415c-8f1f-eac0ff1380ac",
            "access_rights": {
                "id": "f160e3dc-4a82-45e1-92fd-9452f109eb71",
                "license": [
                    {
                        "id": "a9fe639d-b173-4976-baf8-e0436eda03c3",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/notspecified",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "License Not Specified",
                            "fi": "Ei määritelty"
                        }
                    }
                ],
                "access_type": {
                    "id": "6311561d-0b53-460b-9fb9-1852ce0761eb",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/restricted",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Restricted use",
                        "fi": "Saatavuutta rajoitettu"
                    }
                },
                "restriction_grounds": [
                    {
                        "id": "5ae73799-2546-42b8-a3e7-f9e58826d960",
                        "url": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds/code/judicial",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds",
                        "pref_label": {
                            "en": "Restricted access due to on-going court proceedings",
                            "fi": "Saatavuutta rajoitettu tuomioistuinkäsittelyn tai oikeudenkäyntiin perustuen",
                            "sv": "Begränsad åtkomst på grund av rättegång"
                        }
                    }
                ]
            },
            "actors": [
                {
                    "id": "0fc4433a-df53-492b-84fe-b68ab3e5ed7b",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "799ff129-4b65-4076-8889-a11f7e4b5ad5",
                        "name": "Sanni Tiitinen",
                        "external_identifier": "https://orcid.org/"
                    },
                    "organization": {
                        "id": "4b4a3186-8aa0-47a0-9650-e41bc23b1948",
                        "pref_label": {
                            "en": "Department of Industrial Engineering and Management",
                            "fi": "Department of Industrial Engineering and Management",
                            "sv": "Department of Industrial Engineering and Management",
                            "und": "Department of Industrial Engineering and Management"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T307",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "4e158bc1-6cdc-42a6-941a-51dc19903976",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "41d0db71-7aea-48ee-8644-72f2b495b58c",
                        "name": "Tea Lempiälä",
                        "external_identifier": "https://orcid.org/"
                    },
                    "organization": {
                        "id": "4b4a3186-8aa0-47a0-9650-e41bc23b1948",
                        "pref_label": {
                            "en": "Department of Industrial Engineering and Management",
                            "fi": "Department of Industrial Engineering and Management",
                            "sv": "Department of Industrial Engineering and Management",
                            "und": "Department of Industrial Engineering and Management"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T307",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "de48bd9d-f070-44a9-9e63-b7f6f2394902",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "bfd1b2a4-4c5f-4608-8175-5845d370fef9",
                        "pref_label": {
                            "en": "Finnish Social Science Data Archive (FSD)",
                            "fi": "Finnish Social Science Data Archive (FSD)",
                            "sv": "Finnish Social Science Data Archive (FSD)"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "The dataset consists of interviews with coaches and coachees on their thoughts and experiences regarding intermediate labour market workshop activities and their development. The data also include coaching session recordings from one workshop. The data were collected as part of the 'Building Innovation Agency through Empowering Backstage Collaboration' (BINEC) research project, funded by the Emil Aaltonen Foundation.\r\n\r\nThe interviews with the coaches examined their views on the process of developing services for the unemployed and their experiences of working with the clients. The aim was to understand the process and current state of the development of intermediate labour market services. In the interviews with the clients, questions surveyed their experiences and views regarding the activities of intermediate labour market workshops as well as their future plans. The coaching process as a whole was surveyed through the recordings of one-on-one coaching sessions. Themes of discussion in the interviews and sessions included, among others, long-term unemployment, promotion of employment, rehabilitation, Green Care, promotion of activity, and social interaction.\r\n\r\nBackground information included the date of the interview or session, type of data collected (interview or recording), participants, and the participants' role in the workshop. The data were organised into an easy to use HTML version at FSD.\r\n\r\nThe dataset is available only in Finnish."
            },
            "field_of_science": [
                {
                    "id": "1c5c079c-6f6c-4b95-91d8-f77e40e1b774",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta512",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Business and management",
                        "fi": "Liiketaloustiede",
                        "sv": "Företagsekonomi"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2022-08-15",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.60686/t-fsd3605",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "1ad1b146-d147-45db-a2fd-1096abc94984",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://services.fsd.tuni.fi/catalogue/FSD3605"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Interviews with Coaches and Coachees and Coaching Session Recordings from an Intermediate Labour Market Workshop 2014-2016"
            },
            "created": "2025-12-04T08:13:35Z",
            "modified": "2026-03-26T06:57:06Z",
            "dataset_versions": [
                {
                    "id": "6bcae2f3-de58-415c-8f1f-eac0ff1380ac",
                    "title": {
                        "en": "Interviews with Coaches and Coachees and Coaching Session Recordings from an Intermediate Labour Market Workshop 2014-2016"
                    },
                    "persistent_identifier": "doi:10.60686/t-fsd3605",
                    "state": "published",
                    "created": "2025-12-04T08:13:35Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "bad1811d-fa2e-4e2b-ab25-ed0c3d9fc028",
            "access_rights": {
                "id": "94c9c204-6ca5-490b-a5f3-9cb6f8c8a4e2",
                "license": [
                    {
                        "id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "8f44e78b-2fb4-416e-8abb-bf10c52d8f1b",
                    "roles": [
                        "creator",
                        "contributor"
                    ],
                    "person": {
                        "id": "8d952a3f-d0b6-4518-9726-d8a22c7b3963",
                        "name": "Maria Sammalkorpi",
                        "external_identifier": "https://orcid.org/0000-0002-9248-430X"
                    },
                    "organization": {
                        "id": "4e5f718d-cdc7-4f19-a941-52ce4c14a47a",
                        "pref_label": {
                            "en": "Department of Chemistry and Materials Science",
                            "fi": "Department of Chemistry and Materials Science",
                            "sv": "Department of Chemistry and Materials Science",
                            "und": "Department of Chemistry and Materials Science"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T105",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "52099d01-1005-4d30-9256-3e3622d79f71",
                    "roles": [
                        "creator",
                        "contributor"
                    ],
                    "person": {
                        "id": "40cf743d-92cb-40d8-aeea-6d75082ec303",
                        "name": "Alberto Scacchi",
                        "external_identifier": "https://orcid.org/0000-0003-4606-5400"
                    },
                    "organization": {
                        "id": "2cebdb0f-75bb-4fd2-9d96-0c1438dde101",
                        "pref_label": {
                            "en": "Department of Bioproducts and Biosystems",
                            "fi": "Department of Bioproducts and Biosystems",
                            "sv": "Department of Bioproducts and Biosystems",
                            "und": "Department of Bioproducts and Biosystems"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T107",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "0a401ad6-9229-4066-ac26-cde11c285ca1",
                    "roles": [
                        "creator",
                        "contributor"
                    ],
                    "person": {
                        "id": "ca9aeae0-d7f5-4195-a495-a537786d35e5",
                        "name": "Kourosh Hasheminejad",
                        "external_identifier": "https://orcid.org/0000-0002-5230-0350"
                    },
                    "organization": {
                        "id": "4e5f718d-cdc7-4f19-a941-52ce4c14a47a",
                        "pref_label": {
                            "en": "Department of Chemistry and Materials Science",
                            "fi": "Department of Chemistry and Materials Science",
                            "sv": "Department of Chemistry and Materials Science",
                            "und": "Department of Chemistry and Materials Science"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T105",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "ec76b9b2-e154-437c-be5a-e9bf8fa6bee5",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "8a0c46dc-a57c-4eaf-bffc-aa20c81f0376",
                        "pref_label": {
                            "en": "Fairdata",
                            "fi": "Fairdata",
                            "sv": "Fairdata"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "This data set contains the simulation input files, scripts, and figures data belonging to the publication\r\n\r\nKourosh Hasheminejad, Ygor Morais Jaques, Anneli Lepo, Alberto Scacchi, and Maria Sammalkorpi, \"Molecular level dependencies of water permeability in di-block copolymer assemblies\", Computational Materials Science, 2025. DOI: https://doi.org/10.1016/j.commatsci.2025.114046\r\n\r\nPlease cite the above publication when using this data set!\r\n\r\nThis work was supported by Business Finland Co-Innovation grant No. 3767/31/2019 (M.S.) and the Academy of Finland through its Centres of Excellence Programme (2022-2029, LIBER) under project nos. 346111 and 364205 (M.S.) and Academy of Finland project no. 359180 (M.S). We are grateful for the support by FinnCERES Materials Bioeconomy Ecosystem. Computational resources by CSC IT Centre for Finland and RAMI -- RawMatters Finland Infrastructure are gratefully acknowledged. We also acknowledge CSC for awarding this project access to the LUMI supercomputer, owned by the EuroHPC Joint Undertaking, hosted by CSC (Finland) and the LUMI consortium through a CSC project call."
            },
            "field_of_science": [
                {
                    "id": "b6d4a4d0-aeab-46fc-bc18-9e4121cb189e",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta116",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Chemical sciences",
                        "fi": "Kemia",
                        "sv": "Kemi"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2025-08-26",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.23729/fd-b67f2326-a086-3ca5-a757-1436134d5ab6",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "1ad1b146-d147-45db-a2fd-1096abc94984",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://etsin.fairdata.fi/dataset/862ac4f3-00f9-4d29-b928-4df7988a6851"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "2025_Hasheminejad_COMMAT"
            },
            "created": "2025-12-04T08:13:31Z",
            "modified": "2026-03-26T06:57:01Z",
            "dataset_versions": [
                {
                    "id": "bad1811d-fa2e-4e2b-ab25-ed0c3d9fc028",
                    "title": {
                        "en": "2025_Hasheminejad_COMMAT"
                    },
                    "persistent_identifier": "doi:10.23729/fd-b67f2326-a086-3ca5-a757-1436134d5ab6",
                    "state": "published",
                    "created": "2025-12-04T08:13:31Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "85f0c3e9-7e89-49f1-b91a-7f79ee112fd0",
            "access_rights": {
                "id": "2f3d2c8a-3690-4089-990e-87d986772775",
                "license": [
                    {
                        "id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "ff60d878-e05d-4d1c-b1b9-284e1c99e08c",
                    "roles": [
                        "contributor"
                    ],
                    "person": {
                        "id": "905d5b39-895e-483a-a555-e96083d0c29f",
                        "name": "Ethan Berger"
                    },
                    "organization": {
                        "id": "46d658bb-a49b-4732-baab-14baa1af72e2",
                        "pref_label": {
                            "en": "University of Oulu",
                            "fi": "Oulun yliopisto",
                            "sv": "Uleåborgs universitet",
                            "und": "Oulun yliopisto"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01904",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                    }
                },
                {
                    "id": "de5ccc66-a794-4844-a068-a3192b5bbda8",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "a1ebd4bd-5988-4f97-9103-4a075fe249c8",
                        "name": "Zhong-Peng Lv",
                        "external_identifier": "https://orcid.org/0000-0002-0868-5126"
                    },
                    "organization": {
                        "id": "219e2b5e-a291-4738-b49a-2fb600c43894",
                        "pref_label": {
                            "en": "Department of Applied Physics",
                            "fi": "Department of Applied Physics",
                            "sv": "Department of Applied Physics",
                            "und": "Department of Applied Physics"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "5d106e47-97df-435f-bfd5-c4b04c108358",
                    "roles": [
                        "contributor"
                    ],
                    "person": {
                        "id": "15920647-2307-45e1-84eb-56abcb803f8f",
                        "name": "Hannu-Pekka Komsa",
                        "external_identifier": "https://orcid.org/"
                    },
                    "organization": {
                        "id": "219e2b5e-a291-4738-b49a-2fb600c43894",
                        "pref_label": {
                            "en": "Department of Applied Physics",
                            "fi": "Department of Applied Physics",
                            "sv": "Department of Applied Physics",
                            "und": "Department of Applied Physics"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "b215d0bf-891c-4207-b95e-d68305435e4b",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "fbe72712-ed48-4ea9-be89-709e1491500e",
                        "pref_label": {
                            "en": "Materials Cloud",
                            "fi": "Materials Cloud",
                            "sv": "Materials Cloud"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "MXenes represent one of the largest class of 2D materials with promising applications in many fields and their properties tunable by the surface group composition. Raman spectroscopy is expected to yield rich information about the surface composition, but the interpretation of measured spectra has proven challenging. The interpretation is usually done via comparison to simulated spectra, but there are large discrepancies between the experimental and earlier simulated spectra. In this work, we develop a computational approach to simulate Raman spectra of complex materials that combines machine-learning force-field molecular dynamics and reconstruction of Raman tensors via projection to pristine system modes. The approach can account for the effects of finite temperature, mixed surfaces, and disorder. We apply our approach to simulate Raman spectra of titanium carbide MXene and show that all these effects must be included in order to properly reproduce the experimental spectra, in particular the broad features. We discuss the origin of the peaks and how they evolve with surface composition, which can then be used to interpret experimental results. This record contains input files for MLFF training and production runs, information on the training set (atomic structures, energies and forces) and some of the molecular dynamics trajectories used to obtain Raman spectra."
            },
            "field_of_science": [
                {
                    "id": "1eb385fb-4094-438b-9c44-602969f29bff",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta221",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Nano-technology",
                        "fi": "Nanoteknologia",
                        "sv": "Nanoteknologi"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2022-12-07",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.24435/materialscloud:gs-zq",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "1ad1b146-d147-45db-a2fd-1096abc94984",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://archive.materialscloud.org/doi/10.24435/materialscloud:w2-g5"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Raman spectra of 2D titanium carbide MXene from machine-learning force field molecular dynamics"
            },
            "created": "2025-12-04T08:13:26Z",
            "modified": "2026-03-26T06:56:56Z",
            "dataset_versions": [
                {
                    "id": "85f0c3e9-7e89-49f1-b91a-7f79ee112fd0",
                    "title": {
                        "en": "Raman spectra of 2D titanium carbide MXene from machine-learning force field molecular dynamics"
                    },
                    "persistent_identifier": "doi:10.24435/materialscloud:gs-zq",
                    "state": "published",
                    "created": "2025-12-04T08:13:26Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "6f05f280-d0d3-48d9-bf20-9743d5f2e2b7",
            "access_rights": {
                "id": "e8d18f3c-ac2f-4f0d-b59a-f730f491f956",
                "license": [
                    {
                        "id": "edc3e7d1-0e14-490e-a7dd-6ace3dcb3673",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC0-1.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons CC0 1.0 Universal (CC0 1.0) Public Domain Dedication",
                            "fi": "Creative Commons Yleismaailmallinen (CC0 1.0) Public Domain -lausuma"
                        }
                    }
                ],
                "access_type": {
                    "id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "1cd9580a-d188-4b5e-b4fe-57da9cdf694c",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "c8a1565f-aa44-4748-8d73-09732b2949e2",
                        "name": "Kristiina Huttunen",
                        "external_identifier": "https://orcid.org/"
                    },
                    "organization": {
                        "id": "0dfd6ef4-5c03-45c2-b545-ce2a62e9b216",
                        "pref_label": {
                            "en": "Department of Economics",
                            "fi": "Department of Economics",
                            "sv": "Department of Economics",
                            "und": "Department of Economics"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-E703",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "3b622436-08be-40eb-8465-0d62f4aa1436",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "aaa36852-4fb5-45f3-9bf5-e3cbd57c9c6c",
                        "pref_label": {
                            "en": "Harvard Dataverse",
                            "fi": "Harvard Dataverse",
                            "sv": "Harvard Dataverse"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "Replication package (dofiles and instructions how to obtain data)"
            },
            "field_of_science": [
                {
                    "id": "1f47813c-ce5e-4823-b02b-8c1a085a4436",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta511",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Economics",
                        "fi": "Kansantaloustiede",
                        "sv": "Nationalekonomi"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2025-06-25",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.7910/dvn/tvljfl",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "1ad1b146-d147-45db-a2fd-1096abc94984",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/TVLJFL"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Replication data for: In Sickness and in Health: Job Displacement and Health Spillovers in Couples"
            },
            "created": "2025-12-04T08:13:24Z",
            "modified": "2026-03-26T06:56:54Z",
            "dataset_versions": [
                {
                    "id": "6f05f280-d0d3-48d9-bf20-9743d5f2e2b7",
                    "title": {
                        "en": "Replication data for: In Sickness and in Health: Job Displacement and Health Spillovers in Couples"
                    },
                    "persistent_identifier": "doi:10.7910/dvn/tvljfl",
                    "state": "published",
                    "created": "2025-12-04T08:13:24Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "1151d6bc-c13e-4f38-a5c2-800bb4f9ae56",
            "access_rights": {
                "id": "249459c1-f824-4fdf-9dfa-4455898719e9",
                "license": [
                    {
                        "id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "4cf9562e-c4ec-4adc-b939-037d7df0be14",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "e1b85395-f5a7-4c3e-9fe8-adb331faaa54",
                        "name": "Ilari K. Mäkinen"
                    },
                    "organization": {
                        "id": "219e2b5e-a291-4738-b49a-2fb600c43894",
                        "pref_label": {
                            "en": "Department of Applied Physics",
                            "fi": "Department of Applied Physics",
                            "sv": "Department of Applied Physics",
                            "und": "Department of Applied Physics"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "b8b09612-9a37-4a8f-9ee3-f94b56d9e649",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "20bf80a8-11a3-47da-aea7-5f50df1f508d",
                        "name": "Jukka P. Pekola",
                        "external_identifier": "https://orcid.org/0000-0003-0984-1829"
                    },
                    "organization": {
                        "id": "219e2b5e-a291-4738-b49a-2fb600c43894",
                        "pref_label": {
                            "en": "Department of Applied Physics",
                            "fi": "Department of Applied Physics",
                            "sv": "Department of Applied Physics",
                            "und": "Department of Applied Physics"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "b981e827-f1a6-463f-b8b0-8ed07fa217a9",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "02be9192-5443-40ed-b01d-ce3c1a717eec",
                        "name": "Ivan M. Khaymovich",
                        "external_identifier": "https://orcid.org/"
                    },
                    "organization": {
                        "id": "219e2b5e-a291-4738-b49a-2fb600c43894",
                        "pref_label": {
                            "en": "Department of Applied Physics",
                            "fi": "Department of Applied Physics",
                            "sv": "Department of Applied Physics",
                            "und": "Department of Applied Physics"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "ebe03c75-fa8e-4d5a-859c-7fab2dfc0338",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "d04a47a4-f8fa-487e-8513-dd737980c42b",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "Description will be added later."
            },
            "field_of_science": [
                {
                    "id": "1eb385fb-4094-438b-9c44-602969f29bff",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta221",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Nano-technology",
                        "fi": "Nanoteknologia",
                        "sv": "Nanoteknologi"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2025-06-26",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.5281/zenodo.15743668",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "1ad1b146-d147-45db-a2fd-1096abc94984",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://zenodo.org/records/15743669"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Simulation data for Quadratic Hamiltonian approach to heat transport in fermionic systems"
            },
            "created": "2025-12-04T08:13:22Z",
            "modified": "2026-03-26T06:56:52Z",
            "dataset_versions": [
                {
                    "id": "1151d6bc-c13e-4f38-a5c2-800bb4f9ae56",
                    "title": {
                        "en": "Simulation data for Quadratic Hamiltonian approach to heat transport in fermionic systems"
                    },
                    "persistent_identifier": "doi:10.5281/zenodo.15743668",
                    "state": "published",
                    "created": "2025-12-04T08:13:22Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "0df3e183-8bb6-453d-a6ae-a6db108ded6c",
            "access_rights": {
                "id": "ca1ec84a-da4e-4ab7-81de-d122974bc8c2",
                "license": [
                    {
                        "id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "e414b1b0-df36-42db-834a-3435ef57f99e",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "8c05c527-12ba-4fdb-8326-d241e19443bc",
                        "name": "Henri Heiskanen",
                        "external_identifier": "https://orcid.org/0009-0005-0342-9296"
                    },
                    "organization": {
                        "id": "3ee7a70d-b976-4a70-b243-1c5504cd0247",
                        "pref_label": {
                            "en": "Department of Built Environment",
                            "fi": "Department of Built Environment",
                            "sv": "Department of Built Environment",
                            "und": "Department of Built Environment"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T213",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "2762659c-bf67-44bf-96d3-bef63ff0af7d",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "0e5e02c6-8203-43c3-83c7-e922dab54d1c",
                        "name": "Eliisa Lotsari",
                        "external_identifier": "https://orcid.org/0000-0002-0120-8722"
                    },
                    "organization": {
                        "id": "3ee7a70d-b976-4a70-b243-1c5504cd0247",
                        "pref_label": {
                            "en": "Department of Built Environment",
                            "fi": "Department of Built Environment",
                            "sv": "Department of Built Environment",
                            "und": "Department of Built Environment"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T213",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "f07509b9-efc4-46c0-98e9-8cc5d8ded460",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "25e32bb3-6892-42cb-a1af-f92a8edae4da",
                        "name": "Juha-Matti Välimäki",
                        "external_identifier": "https://orcid.org/0000-0002-8983-1120"
                    },
                    "organization": {
                        "id": "3ee7a70d-b976-4a70-b243-1c5504cd0247",
                        "pref_label": {
                            "en": "Department of Built Environment",
                            "fi": "Department of Built Environment",
                            "sv": "Department of Built Environment",
                            "und": "Department of Built Environment"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T213",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "329e1fde-1c1d-4cca-95a4-c952309a12fd",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "b1e75d4d-90d2-42b3-96ef-3dfe3cd9ab2f",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "Data description: Near-continuous hourly video data was collected using a statically installed thermal infrared and RGB camera system during the ice-free channel seasons of 2023 and 2024 at two study sites in Finland: the Vantaanjoki River (Pitkäkoski site) and the Oulankajoki River. The dataset includes 30-second video clips from both thermal infrared and RGB cameras, featuring six consecutive hourly recordings captured during the spring and autumn periods of both years at each river site. These video samples were used to derive surface flow velocities using Large-Scale Particle Image Velocimetry (LSPIV) (Muste et al., 2008) and Space-Time Image Velocimetry (STIV) (Fujita et al., 2007) techniques and were validated against subsequent Acoustic Doppler Current Profiler (ADCP) measurements. In addition to the video data, the dataset contains a complete series of hourly river discharge estimates derived using the STIV technique. These discharge time series span the full ice-free channel seasons of 2023 and 2024 for both rivers. Daily discharges were computed from the hourly estimates and compared against national hydrological monitoring data (Ympäristö.fi, 2025). In addition, the following data is provided: Processed results of surface flow velocity and discharge computations, 1-dimensional bathymetry profiles obtained from ADCP depth measurements, Photogrammetric camera models and search lines for processing in Hydro-STIV software, Processed daily water level and discharge data from national hydrological monitoring stations, Flow velocity measurements obtained with ADCP. These datasets support the photogrammetric input required for the image velocimetry techniques (LSPIV and STIV) and facilitate comparative analyses with conventional flow measurement methods. Software used in processing: Hydro-STIV (version v124) – Used for flow velocity and discharge computation. Available at: https://www.hydrosoken.co.jp/en/hydrostiv/. A free 30-day trial is available upon request. PIVLab (version v2.58) – Used for surface flow velocity estimation using the LSPIV technique. Openly available at: https://www.pivlab.de/ RIVeR (version v2.6) – Used for the rectification of image-derived flow velocity fields. Available at: https://doi.org/10.1016/j.cageo.2017.07.009 Acknowledgements: The work was funded by The European Union – NextGenerationEU Recovery instrument (RRF) through Research Council of Finland projects Hydro RI Platform (346167) and Green-Digi-Basin (347703). This research has been conducted with Flagship Programme funding granted by the Research Council of Finland for Digital Waters [DIWA] Flagship (decision no. 359248). Also work was funded by Research Council of Finland via DefrostingRivers project (338480). This work was a part of the Ministry of Education and Culture’s Doctoral Education Pilot under Decision No. VN/3137/2024-OKM-6 (Digital Waters [DIWA] Doctoral Education Pilot related to the DIWA Flagship [decision no. 359248] funded by the Research Council of Finland's Flagship Programme). We thank the following personnel for assisting in the field on 12.4.2023, 6.9.2023, 9.4.2024 and 3.9.2024 at Vantaanjoki Pitkäkoski site: Virpi Pajunen, Reeta Vaahtera, Walter Box and Tuure Takala. Also Erik van Rooijen and Joshua Johnson assisted on 20.5.2023, 22.9.2023, 18.5.2024 and 19.9.2024 for gathering the data at Oulankajoki site. We also thank for Oulanka Research station of the University of Oulu for assisting with the installation and maintenance of the Oulankajoki static camera system. Also we thank HSY (Vantaanjoki Pitkäkoski) and Metsähallitus (Oulankajoki) for allowing the building of the systems at their premises. References: Muste, M., Fujita, I., & Hauet, A. (2008). Large‐scale particle image velocimetry for measurements in riverine environments. Water Resources Research., 46(4). https://doi.org/10.1029/2008WR006950 Fujita, I., Watanabe, H., & Tsubaki, R. (2007) Development of a non-intrusive and efficient flow monitoring technique: The Space Time Image Velocimetry (STIV). Int J River Basin Man, 5(2), 105–114. https://doi.org/10.1080/15715124.2007.9635310 Ympäristö.fi. River discharge observations. https://wwwi3.ymparisto.fi/i3/paasivu/ENG/2023/Virtaama/Virtaama.htm. Accessed 14.1.2025."
            },
            "field_of_science": [
                {
                    "id": "be6042ba-672d-4271-88a9-836126561f67",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta1171",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Geosciences",
                        "fi": "Geotieteet",
                        "sv": "Geovetenskaper"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2025-06-26",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.5281/zenodo.15744753",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "1ad1b146-d147-45db-a2fd-1096abc94984",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://zenodo.org/records/15744754"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "River flow monitoring data from thermal infrared and RGB camera video systems"
            },
            "created": "2025-12-04T08:13:19Z",
            "modified": "2026-03-26T06:56:49Z",
            "dataset_versions": [
                {
                    "id": "0df3e183-8bb6-453d-a6ae-a6db108ded6c",
                    "title": {
                        "en": "River flow monitoring data from thermal infrared and RGB camera video systems"
                    },
                    "persistent_identifier": "doi:10.5281/zenodo.15744753",
                    "state": "published",
                    "created": "2025-12-04T08:13:19Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "e0c195d6-740a-44eb-a47f-a1cd607983fa",
            "access_rights": {
                "id": "5cb5d6c4-51e2-452f-9d50-2ebc8d55f6df",
                "license": [
                    {
                        "id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "bfe84cc0-7436-414b-95f2-926a4c7dbb4b",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "74b3e5e6-c989-4654-a221-2bf5396b851e",
                        "name": "Naela Delmo"
                    },
                    "organization": {
                        "id": "a5f4935c-4c0e-44f6-a7d6-71b946913649",
                        "pref_label": {
                            "en": "University of Helsinki",
                            "fi": "Helsingin yliopisto",
                            "sv": "Helsingfors universitet",
                            "und": "Helsingin yliopisto"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01901",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                    }
                },
                {
                    "id": "985a0899-9a22-46b9-852d-b34ff6c2b29e",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "8bdc589a-303c-477b-9cfe-f06b085609e9",
                        "name": "Ishan Pande",
                        "external_identifier": "https://orcid.org/0000-0002-0033-5201"
                    },
                    "organization": {
                        "id": "ba189058-f2f0-4f47-88f3-50c70776f197",
                        "pref_label": {
                            "en": "Department of Electrical Engineering and Automation",
                            "fi": "Department of Electrical Engineering and Automation",
                            "sv": "Department of Electrical Engineering and Automation",
                            "und": "Department of Electrical Engineering and Automation"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T410",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "bfa400b0-f40c-4e28-a132-53b367d88912",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "6227c1cc-c50c-4fb5-a7fe-a84d09a4c079",
                        "name": "Emilia Peltola"
                    },
                    "organization": {
                        "id": "ba189058-f2f0-4f47-88f3-50c70776f197",
                        "pref_label": {
                            "en": "Department of Electrical Engineering and Automation",
                            "fi": "Department of Electrical Engineering and Automation",
                            "sv": "Department of Electrical Engineering and Automation",
                            "und": "Department of Electrical Engineering and Automation"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T410",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "cf2e77ec-c3e6-4591-879e-f0128056bdb5",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "0e387b95-5ce3-4f78-bd16-3f0160e37860",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "Abstract Estradiol (E2) is a hormone that influences various aspects of women’s health. Beyond its reproductive functions, E2 impacts neurotransmitter systems such as dopamine (DA). Vertically aligned carbon nanofibers (VACNFs) have shown good sensitivity, selectivity against ascorbic acid (AA) and uric acid (UA), biocompatibility, and reduced fouling in DA sensing. In this study, we explore the use of Ti-Ni-CNF electrodes with CNFs grown for 5 min and 30 min for the direct electrochemical co-detection of E2 and DA. The longer growth time led to a 142% increase in average CNF length and a 36% larger electroactive surface area. In E2 detection, the electrodes demonstrate a wide linear range of 0.05–10 µM and sensitivity of 0.016 and 0.020 µA/µM for Ti-Ni-CNF-5 min and Ti-Ni-CNF-30 min, respectively. The sensor performance remains largely unaffected even in the presence of other steroid hormones such as progesterone and testosterone. Co-detection of equimolar E2 and DA shows promising peak separation of 0.34 ± 0.01 V and repeatability after 10 measurements. A notable improvement in the E2/DA peak current ratio, from 0.53 ± 0.07 to 0.81 ± 0.16, was achieved with the increased CNF length. Our results demonstrate the influence of adsorption sites in electrochemical detection, especially for analytes such as E2 and DA that both rely on adsorption for oxidation. While detecting small and fluctuating physiological concentrations remains a challenge, these findings can be used in choosing and fabricating electrode materials for more accurate and accessible continuous hormone measurements, including the possibility of multianalyte sensing platforms. Graphic abstract"
            },
            "field_of_science": [
                {
                    "id": "fd80ad86-b461-4ffb-abbd-888bc2ffd653",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta213",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Electronic, automation and communications engineering, electronics",
                        "fi": "Sähkö-, automaatio- ja tietoliikennetekniikka, elektroniikka",
                        "sv": "El-, automations- och telekommunikationsteknik, elektronik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2024-05-11",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.6084/m9.figshare.",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "1ad1b146-d147-45db-a2fd-1096abc94984",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://springernature.figshare.com/collections/Key_role_of_adsorption_site_abundance_in_the_direct_electrochemical_co-detection_of_estradiol_and_dopamine/7433748/1"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Key role of adsorption site abundance in the direct electrochemical co-detection of estradiol and dopamine"
            },
            "created": "2025-12-04T08:13:17Z",
            "modified": "2026-03-26T06:56:47Z",
            "dataset_versions": [
                {
                    "id": "e0c195d6-740a-44eb-a47f-a1cd607983fa",
                    "title": {
                        "en": "Key role of adsorption site abundance in the direct electrochemical co-detection of estradiol and dopamine"
                    },
                    "persistent_identifier": "doi:10.6084/m9.figshare.",
                    "state": "published",
                    "created": "2025-12-04T08:13:17Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "367ea689-68c2-4c5b-99fa-1194e04ac6c9",
            "access_rights": {
                "id": "5ba0ed27-fd23-4ea0-a970-d986b3c6e04e",
                "license": [
                    {
                        "id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "ff5dc25c-6f39-491f-a61b-1a606b672592",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "32680ccc-7b8c-46f3-a0d1-d5903fe8f5f7",
                        "name": "Fernando H.C. Dias",
                        "external_identifier": "https://orcid.org/0000-0002-6398-919X"
                    },
                    "organization": {
                        "id": "102590b0-4240-4cef-8185-5f5c7c4a2f5e",
                        "pref_label": {
                            "en": "Department of Mathematics and Systems Analysis",
                            "fi": "Department of Mathematics and Systems Analysis",
                            "sv": "Department of Mathematics and Systems Analysis",
                            "und": "Department of Mathematics and Systems Analysis"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T302",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "2a4d002f-b4df-4ead-aed4-80ec167193f1",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "de2fe05d-cf55-49a6-a142-af3eb6b96982",
                        "name": "Alexandru I. Tomescu",
                        "external_identifier": "https://orcid.org/"
                    },
                    "organization": {
                        "id": "a5f4935c-4c0e-44f6-a7d6-71b946913649",
                        "pref_label": {
                            "en": "University of Helsinki",
                            "fi": "Helsingin yliopisto",
                            "sv": "Helsingfors universitet",
                            "und": "Helsingin yliopisto"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01901",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                    }
                },
                {
                    "id": "3c31e294-37df-4542-9921-daaa44041eab",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "e0691723-72bb-4370-9b54-6a637c0148bc",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "Dataset created using Poisson distribution to generate imperfect flow . March 2024 - Update: It contains the original graph, the ground truth and the imperfect flow used for inexact and robust flow decompositions."
            },
            "field_of_science": [
                {
                    "id": "8848e88b-a536-43c7-b614-0045b136920d",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta111",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Mathematics",
                        "fi": "Matematiikka",
                        "sv": "Matematik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2024-03-03",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.5281/zenodo.7671870",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "1ad1b146-d147-45db-a2fd-1096abc94984",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://zenodo.org/records/10775004"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Accurate Flow Decomposition via Robust Integer Linear Programming"
            },
            "created": "2025-12-04T08:13:15Z",
            "modified": "2026-03-26T06:56:42Z",
            "dataset_versions": [
                {
                    "id": "367ea689-68c2-4c5b-99fa-1194e04ac6c9",
                    "title": {
                        "en": "Accurate Flow Decomposition via Robust Integer Linear Programming"
                    },
                    "persistent_identifier": "doi:10.5281/zenodo.7671870",
                    "state": "published",
                    "created": "2025-12-04T08:13:15Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "d6ed0acf-9d26-4422-b116-c2c299987c64",
            "access_rights": {
                "id": "eebbe70e-f3b5-4580-b54c-4c63748a2512",
                "license": [
                    {
                        "id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "6311561d-0b53-460b-9fb9-1852ce0761eb",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/restricted",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Restricted use",
                        "fi": "Saatavuutta rajoitettu"
                    }
                },
                "restriction_grounds": [
                    {
                        "id": "41b4ff93-e15e-4829-8553-49e4ef079d69",
                        "url": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds/code/other",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds",
                        "pref_label": {
                            "en": "Restricted access due to other reasons",
                            "fi": "Saatavuutta rajoitettu muulla perusteella",
                            "sv": "Begränsad åtkomst av övriga skäl"
                        }
                    }
                ]
            },
            "actors": [
                {
                    "id": "4f6ba75e-5cdc-40fb-8a27-75848ef0177c",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "bd52c55e-ef88-4dc3-a666-8717dd75746e",
                        "name": "Tamás Grósz",
                        "external_identifier": "https://orcid.org/0000-0001-7918-9579"
                    },
                    "organization": {
                        "id": "ad94da39-8ed8-4844-80fe-e6517a09277a",
                        "pref_label": {
                            "en": "Department of Information and Communications Engineering",
                            "fi": "Department of Information and Communications Engineering",
                            "sv": "Department of Information and Communications Engineering",
                            "und": "Department of Information and Communications Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T412",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "bd59e595-26b9-4bca-a78c-d5113783095d",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "ab2d672f-65f7-4a36-9183-b732d9e6d57b",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "Speech corpora for the ASR course competition at Aalto University. The data was originally part of the CommonVoice Esperanto set, on the transcription side random corruptions were employed to create a synthetic challege."
            },
            "field_of_science": [
                {
                    "id": "fd80ad86-b461-4ffb-abbd-888bc2ffd653",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta213",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Electronic, automation and communications engineering, electronics",
                        "fi": "Sähkö-, automaatio- ja tietoliikennetekniikka, elektroniikka",
                        "sv": "El-, automations- och telekommunikationsteknik, elektronik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2024-10-31",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.5281/zenodo.14016718",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "1ad1b146-d147-45db-a2fd-1096abc94984",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://zenodo.org/records/14016719"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "GEO corpus for the Aalto ASR challenge 2024"
            },
            "created": "2025-12-04T08:13:13Z",
            "modified": "2026-03-26T06:56:40Z",
            "dataset_versions": [
                {
                    "id": "d6ed0acf-9d26-4422-b116-c2c299987c64",
                    "title": {
                        "en": "GEO corpus for the Aalto ASR challenge 2024"
                    },
                    "persistent_identifier": "doi:10.5281/zenodo.14016718",
                    "state": "published",
                    "created": "2025-12-04T08:13:13Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "8090db50-bc89-487b-b5ce-d28a61e91d3f",
            "access_rights": {
                "id": "ddf23fee-6f6d-4c8b-8c5b-37ed8b7865f6",
                "license": [
                    {
                        "id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "a8e6a649-6388-4f0c-b897-280909d7b2fd",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "27003fbb-2854-45fa-91dc-e2b699ea6bde",
                        "name": "Zacharias Dahl"
                    },
                    "organization": {
                        "id": "e14f8848-75f6-4b76-b0e6-5faec314a1e9",
                        "pref_label": {
                            "en": "School Common, ENG",
                            "fi": "School Common, ENG",
                            "sv": "School Common, ENG",
                            "und": "School Common, ENG"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T211",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "787c1d85-f3f6-42dd-97c8-ae25391f33a6",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "236c44bc-1911-45b3-9d23-53b7ceafb5e9",
                        "pref_label": {
                            "en": "Mendeley Data",
                            "fi": "Mendeley Data",
                            "sv": "Mendeley Data"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "Replicated gear failure dataset for rotary machinery, specifically azimuthing thruster. Dataset consisting of vibrational data. The data has been collected using an 9:1 scaled azimuth thruster testbench with 11 sensors; 2 torque transducers, 4 accelerometers and 5 rotational encoders. 2 Bosch Rexroth motors used to drive and simulate load on the system. The sensors and motors were hooked up to National Instruments DAQs and LabVIEW software was used to control the whole system. Failures were recreated using different methods to represent real failure mode. Data in this dataset has been collected using a sampling frequency of 16000Hz"
            },
            "field_of_science": [
                {
                    "id": "4b7f4b95-324c-4bd7-ae5e-a0d380fd57d9",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta214",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Mechanical engineering",
                        "fi": "Kone- ja valmistustekniikka",
                        "sv": "Maskin- och produktionsteknik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2024-08-27",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.17632/6cc4ctxthy.1",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "1ad1b146-d147-45db-a2fd-1096abc94984",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://data.mendeley.com/datasets/6cc4ctxthy"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Aalto Gear failure dataset 16kHz"
            },
            "created": "2025-12-04T08:13:11Z",
            "modified": "2026-03-26T06:56:38Z",
            "dataset_versions": [
                {
                    "id": "8090db50-bc89-487b-b5ce-d28a61e91d3f",
                    "title": {
                        "en": "Aalto Gear failure dataset 16kHz"
                    },
                    "persistent_identifier": "doi:10.17632/6cc4ctxthy.1",
                    "state": "published",
                    "created": "2025-12-04T08:13:11Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "76ea90f4-2ae0-434e-b2de-087171f2c7de",
            "access_rights": {
                "id": "05372da6-051e-4bd1-8c6a-7e2e8234cb70",
                "license": [
                    {
                        "id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "82420d9c-2dc3-4f3d-a677-e4d462899de6",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "70d17997-8a4a-403c-8104-3ab6b0cfd952",
                        "name": "Maaz Ahmed Qureshi"
                    },
                    "organization": {
                        "id": "4599eee9-5e9d-446e-9d4d-449b1819cff4",
                        "pref_label": {
                            "en": "University of Eastern Finland",
                            "fi": "Itä-Suomen yliopisto",
                            "sv": "Östra Finlands universitet",
                            "und": "Itä-Suomen yliopisto"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10088",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                    }
                },
                {
                    "id": "bc609dbf-e88c-4876-a29c-de530cc6e1b3",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "bd551d05-746b-4870-9465-0cd5b09296a6",
                        "name": "Fooqia Khalid",
                        "external_identifier": "https://orcid.org/0009-0006-3406-6149"
                    },
                    "organization": {
                        "id": "074f7cb3-f195-4a56-aa42-d926c1e11020",
                        "pref_label": {
                            "en": "Department of Electronics and Nanoengineering",
                            "fi": "Department of Electronics and Nanoengineering",
                            "sv": "Department of Electronics and Nanoengineering",
                            "und": "Department of Electronics and Nanoengineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T411",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "19ae2b83-6f9b-4b49-ba2e-14450cb94844",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "05852854-d099-4a0e-8672-765432d3f1f7",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "Additional dataset"
            },
            "field_of_science": [
                {
                    "id": "fd80ad86-b461-4ffb-abbd-888bc2ffd653",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta213",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Electronic, automation and communications engineering, electronics",
                        "fi": "Sähkö-, automaatio- ja tietoliikennetekniikka, elektroniikka",
                        "sv": "El-, automations- och telekommunikationsteknik, elektronik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2024-12-12",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.5281/zenodo.14410750",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "1ad1b146-d147-45db-a2fd-1096abc94984",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://zenodo.org/records/14410751"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Additional dataset"
            },
            "created": "2025-12-04T08:13:09Z",
            "modified": "2026-03-26T06:56:36Z",
            "dataset_versions": [
                {
                    "id": "76ea90f4-2ae0-434e-b2de-087171f2c7de",
                    "title": {
                        "en": "Additional dataset"
                    },
                    "persistent_identifier": "doi:10.5281/zenodo.14410750",
                    "state": "published",
                    "created": "2025-12-04T08:13:09Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "2fc3d5be-503f-430f-9bf2-24882f399c7d",
            "access_rights": {
                "id": "96b224c8-98f4-4aeb-9ab6-4280331ca808",
                "license": [
                    {
                        "id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "5871699f-3d7e-4793-8787-e52daeabff05",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "abeb868c-a537-4853-b8fc-62389ddd34ff",
                        "name": "Jarno Rantaharju"
                    },
                    "organization": {
                        "id": "e3fd00db-99e1-4dad-ad8c-4d205b89d591",
                        "pref_label": {
                            "en": "School services, SCI",
                            "fi": "School services, SCI",
                            "sv": "School services, SCI",
                            "und": "School services, SCI"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T300",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "965bd7ac-da56-4aea-9dd7-17da1b9ff401",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "53ee193b-9bd3-4dde-aca3-81b7be178bd0",
                        "name": "Teemu Ruokolainen",
                        "external_identifier": "https://orcid.org/"
                    },
                    "organization": {
                        "id": "e3fd00db-99e1-4dad-ad8c-4d205b89d591",
                        "pref_label": {
                            "en": "School services, SCI",
                            "fi": "School services, SCI",
                            "sv": "School services, SCI",
                            "und": "School services, SCI"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T300",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "ba31fdb1-f4d2-4102-89c6-39e2b4607e41",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "aa142f4a-f890-4fc9-adc2-4ebe71700ee7",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "Update to include citation.cff"
            },
            "field_of_science": [
                {
                    "id": "cfd80611-c263-4bde-bab8-11502ec390b5",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Computer and information sciences",
                        "fi": "Tietojenkäsittely ja informaatiotieteet",
                        "sv": "Data- och informationsvetenskap"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2024-02-09",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.5281/zenodo.10201090",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "1ad1b146-d147-45db-a2fd-1096abc94984",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://zenodo.org/records/10639892"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "AaltoRSE/Diarize: 1.0.1"
            },
            "created": "2025-12-04T08:13:06Z",
            "modified": "2026-03-26T06:56:31Z",
            "dataset_versions": [
                {
                    "id": "2fc3d5be-503f-430f-9bf2-24882f399c7d",
                    "title": {
                        "en": "AaltoRSE/Diarize: 1.0.1"
                    },
                    "persistent_identifier": "doi:10.5281/zenodo.10201090",
                    "state": "published",
                    "created": "2025-12-04T08:13:06Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "941eb6d6-b2c5-4c22-8492-3e9e0824b49e",
            "access_rights": {
                "id": "7d6dcede-2652-4d25-ae12-fd6e41fe5a90",
                "license": [
                    {
                        "id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "6311561d-0b53-460b-9fb9-1852ce0761eb",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/restricted",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Restricted use",
                        "fi": "Saatavuutta rajoitettu"
                    }
                },
                "restriction_grounds": [
                    {
                        "id": "41b4ff93-e15e-4829-8553-49e4ef079d69",
                        "url": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds/code/other",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds",
                        "pref_label": {
                            "en": "Restricted access due to other reasons",
                            "fi": "Saatavuutta rajoitettu muulla perusteella",
                            "sv": "Begränsad åtkomst av övriga skäl"
                        }
                    }
                ]
            },
            "actors": [
                {
                    "id": "99e2881b-cc9b-45eb-a602-156e089f5eef",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "dd345342-0feb-4a46-8d42-e736afc2bf60",
                        "name": "Thi Duc Hanh Doan",
                        "external_identifier": "https://orcid.org/0009-0003-7969-1165"
                    },
                    "organization": {
                        "id": "815663ea-c446-471b-91b2-93f4b0c0d36d",
                        "pref_label": {
                            "en": "Department of Management Studies",
                            "fi": "Department of Management Studies",
                            "sv": "Department of Management Studies",
                            "und": "Department of Management Studies"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-E706",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "0622f6e2-587c-4494-9a99-852095a78202",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "7503d86b-40f8-4cba-ac69-705ac8588ad2",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "This deposit contains code manager and data report exported from Atlas.ti software for the study on food delivery platform work in Finland."
            },
            "field_of_science": [
                {
                    "id": "1c5c079c-6f6c-4b95-91d8-f77e40e1b774",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta512",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Business and management",
                        "fi": "Liiketaloustiede",
                        "sv": "Företagsekonomi"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2024-05-30",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.5281/zenodo.11396262",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "1ad1b146-d147-45db-a2fd-1096abc94984",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://zenodo.org/records/11397483"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "A study of Food Delivery Platform Work in Finland"
            },
            "created": "2025-12-04T08:13:04Z",
            "modified": "2026-03-26T06:56:29Z",
            "dataset_versions": [
                {
                    "id": "941eb6d6-b2c5-4c22-8492-3e9e0824b49e",
                    "title": {
                        "en": "A study of Food Delivery Platform Work in Finland"
                    },
                    "persistent_identifier": "doi:10.5281/zenodo.11396262",
                    "state": "published",
                    "created": "2025-12-04T08:13:04Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "2c0d2064-1c70-4249-a6b5-7abfe63b3f5f",
            "access_rights": {
                "id": "3c4c8bd5-acdc-4255-8658-b4f197cf9f65",
                "license": [
                    {
                        "id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "ef9e5fb9-8bec-4bf9-85fd-cbae77d63ea5",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "6d03ddd6-6002-49b9-b23e-c0e9f181c7a1",
                        "name": "Jarno Rantaharju"
                    },
                    "organization": {
                        "id": "e3fd00db-99e1-4dad-ad8c-4d205b89d591",
                        "pref_label": {
                            "en": "School services, SCI",
                            "fi": "School services, SCI",
                            "sv": "School services, SCI",
                            "und": "School services, SCI"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T300",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "3455db02-ed50-4602-9152-94a5c9fc89c6",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "a01690de-990a-4ea1-90ca-f2cf7ec13319",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "Talk about google takeout helper, Niimpy and donated data."
            },
            "field_of_science": [
                {
                    "id": "cfd80611-c263-4bde-bab8-11502ec390b5",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Computer and information sciences",
                        "fi": "Tietojenkäsittely ja informaatiotieteet",
                        "sv": "Data- och informationsvetenskap"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2025-05-20",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.5281/zenodo.15472329",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "1ad1b146-d147-45db-a2fd-1096abc94984",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://zenodo.org/records/15472329"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "rantahar/NRSE2025: Actually presented version"
            },
            "created": "2025-12-04T08:13:01Z",
            "modified": "2026-03-26T06:56:27Z",
            "dataset_versions": [
                {
                    "id": "2c0d2064-1c70-4249-a6b5-7abfe63b3f5f",
                    "title": {
                        "en": "rantahar/NRSE2025: Actually presented version"
                    },
                    "persistent_identifier": "doi:10.5281/zenodo.15472329",
                    "state": "published",
                    "created": "2025-12-04T08:13:01Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "62278c81-f1f8-4a6c-9726-ede26bc46bde",
            "access_rights": {
                "id": "de56b82b-112d-464d-b70e-edbcf4ba463e",
                "license": [
                    {
                        "id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "d23121db-ee55-4bfb-82a8-99dd30e5348a",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "11d32f41-2be1-452c-abf7-d31905408d37",
                        "name": "Renan Hiroshi Matsuda",
                        "external_identifier": "https://orcid.org/0000-0002-1927-4824"
                    },
                    "organization": {
                        "id": "0d1428b7-72d5-41f9-ac60-c9d988198efd",
                        "pref_label": {
                            "en": "Department of Neuroscience and Biomedical Engineering",
                            "fi": "Department of Neuroscience and Biomedical Engineering",
                            "sv": "Department of Neuroscience and Biomedical Engineering",
                            "und": "Department of Neuroscience and Biomedical Engineering"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T314",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "f78aa55c-79bc-47c5-a197-942c0e67373a",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "a5d2ddda-2d6c-4419-b261-230d8abe19d3",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "This dataset accompanies the research article \"Characterizing an Electronic–Robotic Targeting Platform for Precise and Fast Brain Stimulation with Multi-Locus Transcranial Magnetic Stimulation.\" It contains the data used to evaluate key components of the system's performance, including induced electric field distortions, targeting accuracy, and repositioning consistency. Contents: Evaluation of potential E-field distortions: .txt files from electric field characterization to assess the influence of the robotic system on the induced E-field. Targeting algorithm evaluation: .csv, .R, and .xlsx files for analyzing the performance of the targeting system. Comparison of robotic vs. manual repositioning: .txt and .csv files used in the comparative analysis."
            },
            "field_of_science": [
                {
                    "id": "65b7cc4a-a2a4-44f3-b139-29ad365c286a",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta217",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Medical engineering",
                        "fi": "Lääketieteen tekniikka",
                        "sv": "Medicinsk teknik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2025-05-13",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.5281/zenodo.15398706",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Dataset for: Characterizing an electronic–robotic targeting platform for precise and fast brain stimulation with multi-locus transcranial magnetic stimulation"
            },
            "created": "2025-12-04T08:13:00Z",
            "modified": "2026-03-26T06:56:25Z",
            "dataset_versions": [
                {
                    "id": "62278c81-f1f8-4a6c-9726-ede26bc46bde",
                    "title": {
                        "en": "Dataset for: Characterizing an electronic–robotic targeting platform for precise and fast brain stimulation with multi-locus transcranial magnetic stimulation"
                    },
                    "persistent_identifier": "doi:10.5281/zenodo.15398706",
                    "state": "published",
                    "created": "2025-12-04T08:13:00Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "bc08237b-2aad-4555-b3d8-8eda785f5fa1",
            "access_rights": {
                "id": "b33d34de-6cf4-4d68-b9ad-14eb31252ce5",
                "license": [
                    {
                        "id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "1aa8d9d9-f50f-4f87-baf6-f99c2c92fcef",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "df8b678e-f90a-4318-a447-4b666575b1ac",
                        "name": "Glen Kiely",
                        "external_identifier": "https://orcid.org/0000-0001-6016-8305"
                    },
                    "organization": {
                        "id": "219e2b5e-a291-4738-b49a-2fb600c43894",
                        "pref_label": {
                            "en": "Department of Applied Physics",
                            "fi": "Department of Applied Physics",
                            "sv": "Department of Applied Physics",
                            "und": "Department of Applied Physics"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "b46461fc-945d-4727-a01d-790dfc97c7ee",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "4c527981-8e60-4f08-9f86-f99109575089",
                        "name": "Andrea Sand",
                        "external_identifier": "https://orcid.org/0000-0001-9041-1468"
                    },
                    "organization": {
                        "id": "219e2b5e-a291-4738-b49a-2fb600c43894",
                        "pref_label": {
                            "en": "Department of Applied Physics",
                            "fi": "Department of Applied Physics",
                            "sv": "Department of Applied Physics",
                            "und": "Department of Applied Physics"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "4e771bcb-c2cd-4c66-9340-1c86a0337b2e",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "7523715b-9123-471c-848e-a96ae97dadfb",
                        "pref_label": {
                            "en": "Fairdata",
                            "fi": "Fairdata",
                            "sv": "Fairdata"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "This dataset contains the atomistic structures of nickel resulting from molecular dynamics simulation of self-irradiation at various primary kinetic atom energies. The simulations employed a first-principles-derived model for the electronic stopping power."
            },
            "field_of_science": [
                {
                    "id": "f8d5f9ab-1c7d-4c5c-8ed5-e9ce964d798d",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta114",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Physical sciences",
                        "fi": "Fysiikka",
                        "sv": "Fysik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2024-12-12",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.23729/47acaa36-60b7-489b-9c1b-042556af1b1e",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Electronic Effects in Radiation-Induced Collision Cascades in Nickel - Resulting Atomistic Structures"
            },
            "created": "2025-12-04T08:12:56Z",
            "modified": "2026-03-26T06:56:20Z",
            "dataset_versions": [
                {
                    "id": "bc08237b-2aad-4555-b3d8-8eda785f5fa1",
                    "title": {
                        "en": "Electronic Effects in Radiation-Induced Collision Cascades in Nickel - Resulting Atomistic Structures"
                    },
                    "persistent_identifier": "doi:10.23729/47acaa36-60b7-489b-9c1b-042556af1b1e",
                    "state": "published",
                    "created": "2025-12-04T08:12:56Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "ec9ba340-2d43-4e76-84f3-ee7eb90e900c",
            "access_rights": {
                "id": "54dd4c20-0e0a-4066-83bc-487bcaf09002",
                "license": [
                    {
                        "id": "edc3e7d1-0e14-490e-a7dd-6ace3dcb3673",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC0-1.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons CC0 1.0 Universal (CC0 1.0) Public Domain Dedication",
                            "fi": "Creative Commons Yleismaailmallinen (CC0 1.0) Public Domain -lausuma"
                        }
                    }
                ],
                "access_type": {
                    "id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "e9cdea88-8cbc-416d-9a39-d3dfded87c3a",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "3cb14b9e-cbda-4241-b047-dec7b4a534a4",
                        "name": "Klavdiya Bochenina"
                    },
                    "organization": {
                        "id": "a5f4935c-4c0e-44f6-a7d6-71b946913649",
                        "pref_label": {
                            "en": "University of Helsinki",
                            "fi": "Helsingin yliopisto",
                            "sv": "Helsingfors universitet",
                            "und": "Helsingin yliopisto"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01901",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                    }
                },
                {
                    "id": "dd5e841b-e909-4007-b11f-5c883153f9f6",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "00170f05-2250-46f4-b513-5997642d06a0",
                        "name": "Serio Agriesti",
                        "external_identifier": "https://orcid.org/0000-0002-5888-4289"
                    },
                    "organization": {
                        "id": "3ee7a70d-b976-4a70-b243-1c5504cd0247",
                        "pref_label": {
                            "en": "Department of Built Environment",
                            "fi": "Department of Built Environment",
                            "sv": "Department of Built Environment",
                            "und": "Department of Built Environment"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T213",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "c44dba52-4334-4159-932f-2c1af06714c0",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "37e001ec-2a67-4e3c-bd4b-c113ce94dbb7",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "This dataset contains the data that were used in a review paper \"From urban data to city-scale models: A review of traffic simulation case studies\". It contains the following files:\r\n\r\n    keywords with counts.txt -  list of keywords and their counts in the considered corpus of traffic simulation case studies. The data were used to produce Figure 2 and Figure 3 in the paper.\r\n    Papers analysis.xlsx - Excel file containing the data on the reviewed studies. The document has the following sheets:\r\n         Appendix A - contains a table short reference, location, simulation period, spatial scale, simulated units and marked categories for a paper;\r\n        Geography - contains data on geographical distribution of simulated areas between world regions and countries, these data were used to produce Figure 4 in the paper;\r\n        Software tools - contains data on simulation tools used in the studies. \r\n        Journals and conferences - contains data on where the reviewed papers were published."
            },
            "field_of_science": [
                {
                    "id": "cfd80611-c263-4bde-bab8-11502ec390b5",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Computer and information sciences",
                        "fi": "Tietojenkäsittely ja informaatiotieteet",
                        "sv": "Data- och informationsvetenskap"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2024-08-13",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.5281/zenodo.13311536",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "1ad1b146-d147-45db-a2fd-1096abc94984",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://zenodo.org/records/13311538"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "The data that support the findings of a review paper \"From urban data to city-scale models: A review of traffic simulation case studies\""
            },
            "created": "2025-12-04T08:12:53Z",
            "modified": "2026-03-26T06:56:18Z",
            "dataset_versions": [
                {
                    "id": "ec9ba340-2d43-4e76-84f3-ee7eb90e900c",
                    "title": {
                        "en": "The data that support the findings of a review paper \"From urban data to city-scale models: A review of traffic simulation case studies\""
                    },
                    "persistent_identifier": "doi:10.5281/zenodo.13311536",
                    "state": "published",
                    "created": "2025-12-04T08:12:53Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "fa246067-542f-43b9-b6c5-edacbff8c78a",
            "access_rights": {
                "id": "19a2b5f0-fb89-40f4-89b6-4886c39c1e96",
                "license": [
                    {
                        "id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "802a93d3-623f-4504-b1e2-95199aecaf8f",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "71dd4773-1700-4f78-8558-7f8e071c71f8",
                        "name": "Vapaavuori Jaana",
                        "external_identifier": "https://orcid.org/0000-0002-5923-0789"
                    },
                    "organization": {
                        "id": "4e5f718d-cdc7-4f19-a941-52ce4c14a47a",
                        "pref_label": {
                            "en": "Department of Chemistry and Materials Science",
                            "fi": "Department of Chemistry and Materials Science",
                            "sv": "Department of Chemistry and Materials Science",
                            "und": "Department of Chemistry and Materials Science"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T105",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "b6bab6f7-96cc-48f3-891a-f5c558fcbd73",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "fb01323c-c2a5-4c82-9da7-d27dfc5df809",
                        "name": "Zahra Madani",
                        "external_identifier": "https://orcid.org/0000-0003-4501-6789"
                    },
                    "organization": {
                        "id": "4e5f718d-cdc7-4f19-a941-52ce4c14a47a",
                        "pref_label": {
                            "en": "Department of Chemistry and Materials Science",
                            "fi": "Department of Chemistry and Materials Science",
                            "sv": "Department of Chemistry and Materials Science",
                            "und": "Department of Chemistry and Materials Science"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T105",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "aae014ba-7e8c-4408-87f4-02720d27c650",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "fbe458b9-b6ba-4655-8dfa-a6d68bd46dac",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "The data are organized in the same order than the figures in the original manuscript (https://doi.org/10.1039/D5GC00943J)"
            },
            "field_of_science": [
                {
                    "id": "08d738d6-2348-4c83-b224-b654db7d848c",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta216",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Materials engineering",
                        "fi": "Materiaalitekniikka",
                        "sv": "Materialteknik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2025-05-06",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.5281/zenodo.15347991",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Multifunctional thermoregulating and water repellent cellulosic textile dataset"
            },
            "created": "2025-12-04T08:12:51Z",
            "modified": "2026-03-26T06:56:16Z",
            "dataset_versions": [
                {
                    "id": "fa246067-542f-43b9-b6c5-edacbff8c78a",
                    "title": {
                        "en": "Multifunctional thermoregulating and water repellent cellulosic textile dataset"
                    },
                    "persistent_identifier": "doi:10.5281/zenodo.15347991",
                    "state": "published",
                    "created": "2025-12-04T08:12:51Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata"
        },
        {
            "id": "7e996d2d-93df-45f8-9b81-4bd1c5d2143e",
            "access_rights": {
                "id": "9d9cc31a-a73b-44b1-b803-8eb4e39162c9",
                "license": [
                    {
                        "id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
                        "url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
                        "pref_label": {
                            "en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
                            "fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
                        }
                    }
                ],
                "access_type": {
                    "id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
                    "url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
                    "in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
                    "pref_label": {
                        "en": "Open",
                        "fi": "Avoin"
                    }
                },
                "restriction_grounds": []
            },
            "actors": [
                {
                    "id": "5dfb2b5d-36b5-4743-a63d-10c44aefad97",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "77166ae3-d279-416a-a0f6-5aceee898f3c",
                        "name": "András Gunyhó",
                        "external_identifier": "https://orcid.org/0000-0002-8936-4059"
                    },
                    "organization": {
                        "id": "219e2b5e-a291-4738-b49a-2fb600c43894",
                        "pref_label": {
                            "en": "Department of Applied Physics",
                            "fi": "Department of Applied Physics",
                            "sv": "Department of Applied Physics",
                            "und": "Department of Applied Physics"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "73ff682f-428b-4872-97bf-27c35be6580d",
                    "roles": [
                        "creator"
                    ],
                    "person": {
                        "id": "6ee1e07c-0656-4707-8989-9e2666fdce79",
                        "name": "Priyank Singh",
                        "external_identifier": "https://orcid.org/0000-0001-5061-261X"
                    },
                    "organization": {
                        "id": "219e2b5e-a291-4738-b49a-2fb600c43894",
                        "pref_label": {
                            "en": "Department of Applied Physics",
                            "fi": "Department of Applied Physics",
                            "sv": "Department of Applied Physics",
                            "und": "Department of Applied Physics"
                        },
                        "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
                        "parent": {
                            "id": "2f9f9011-4061-4a93-96af-768471abada7",
                            "pref_label": {
                                "en": "Aalto University",
                                "fi": "Aalto-yliopisto",
                                "sv": "Aalto-universitetet",
                                "und": "Aalto-yliopisto"
                            },
                            "url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
                            "in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
                        }
                    }
                },
                {
                    "id": "1a921607-4959-4907-87d2-d32666a7f060",
                    "roles": [
                        "publisher"
                    ],
                    "organization": {
                        "id": "efc85b2b-e721-4669-8624-62a707f1828d",
                        "pref_label": {
                            "en": "Zenodo",
                            "fi": "Zenodo",
                            "sv": "Zenodo"
                        }
                    }
                }
            ],
            "cumulative_state": 0,
            "data_catalog": "urn:nbn:fi:att:data-catalog-acris",
            "description": {
                "en": "No description"
            },
            "field_of_science": [
                {
                    "id": "f8d5f9ab-1c7d-4c5c-8ed5-e9ce964d798d",
                    "url": "http://www.yso.fi/onto/okm-tieteenala/ta114",
                    "in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
                    "pref_label": {
                        "en": "Physical sciences",
                        "fi": "Fysiikka",
                        "sv": "Fysik"
                    }
                }
            ],
            "infrastructure": [],
            "issued": "2025-05-08",
            "keyword": [],
            "language": [],
            "metadata_owner": {
                "id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
                "organization": "aalto.fi",
                "admin_organization": "aalto.fi"
            },
            "other_identifiers": [],
            "persistent_identifier": "doi:10.5281/zenodo.14184889",
            "pid_generated_by_fairdata": false,
            "projects": [],
            "provenance": [],
            "relation": [],
            "remote_resources": [
                {
                    "title": {
                        "en": "Data in remote location",
                        "fi": "Aineisto ulkoisessa palvelussa",
                        "sv": "Material i en extern tjänst",
                        "und": "Data in remote location"
                    },
                    "use_category": {
                        "id": "1ad1b146-d147-45db-a2fd-1096abc94984",
                        "url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
                        "in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
                        "pref_label": {
                            "en": "Source material",
                            "fi": "Lähdeaineisto"
                        }
                    },
                    "download_url": "https://zenodo.org/records/15366574"
                }
            ],
            "spatial": [],
            "state": "published",
            "temporal": [],
            "theme": [],
            "title": {
                "en": "Data for Multiplexed readout of Superconductor–Normal-Conductor–Superconductor bolometers"
            },
            "created": "2025-12-04T08:12:49Z",
            "modified": "2026-03-26T06:56:14Z",
            "dataset_versions": [
                {
                    "id": "7e996d2d-93df-45f8-9b81-4bd1c5d2143e",
                    "title": {
                        "en": "Data for Multiplexed readout of Superconductor–Normal-Conductor–Superconductor bolometers"
                    },
                    "persistent_identifier": "doi:10.5281/zenodo.14184889",
                    "state": "published",
                    "created": "2025-12-04T08:12:49Z",
                    "version": 1
                }
            ],
            "published_revision": 2,
            "version": 1,
            "api_version": 3,
            "metadata_repository": "Fairdata"
        }
    ]
}